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Evaluating cost and profit efficiency: a comparison of parametric and nonparametric methodologies

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  • Delis, Manthos D
  • Koutsomanoli-Filippaki, Anastasia
  • Staikouras, Christos
  • Gerogiannaki, Katerina

Abstract

The objective of this article is 2-fold. First, it provides an empirical assessment of the cost and profit stochastic frontiers based on a panel dataset of Greek commercial banks over the period 1993 to 2005. Second, on the basis of the same sample, it also compares the most widely used parametric and nonparametric techniques to cost efficiency measurement, namely, the Stochastic Frontier Approach and Data EnvelopmentAnalysis. The results suggest greater similarities between the predictions of cost and profit efficiency methods than between parametric and nonparametric techniques. Such evidence is new in the literature and calls for a more technically level playing field for estimating bank efficiency.

Suggested Citation

  • Delis, Manthos D & Koutsomanoli-Filippaki, Anastasia & Staikouras, Christos & Gerogiannaki, Katerina, 2008. "Evaluating cost and profit efficiency: a comparison of parametric and nonparametric methodologies," MPRA Paper 14039, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:14039
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    2. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    3. Ab Hamid, Mohd Fahmee & Rahman, aisyah & Abdul-Majid, Mariani & Janor, Hawati, 2018. "Market Risk and Efficiencies of the Malaysian Banking Industry: The Post-merger and Acquisition," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 3-13.
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    5. Christopoulos, Apostolos G. & Dokas, Ioannis G. & Katsimardou, Sofia & Spyromitros, Eleftherios, 2020. "Assessing banking sectors’ efficiency of financially troubled Eurozone countries," Research in International Business and Finance, Elsevier, vol. 52(C).
    6. Gómez-Gallego, Juan Cándido & Gómez-García, Juan & Pérez-Cárceles, María Concepción, 2012. "Appropriate Distribution of Cost Inefficiency Estimates as Predictor of Financial Instability /La distribución de la ineficiencia estimada como predictor de inestabilidad financiera," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 30, pages 1071(12.)-1, Diciembre.
    7. Roger Frantz, 2018. "Harvey Leibenstein, and an anomaly called X-Efficiency," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 2(1), pages 25-31, March.
    8. Dong, Yizhe & Hamilton, Robert & Tippett, Mark, 2014. "Cost efficiency of the Chinese banking sector: A comparison of stochastic frontier analysis and data envelopment analysis," Economic Modelling, Elsevier, vol. 36(C), pages 298-308.
    9. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    10. Meryem Duygun & Mohamed Shaban & Robin Sickles & Thomas Weyman-Jones, 2015. "How a regulatory capital requirement affects banks’ productivity: an application to emerging economies," Journal of Productivity Analysis, Springer, vol. 44(3), pages 237-248, December.
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    13. Béjaoui Rouissi, Raoudha, 2011. "Cost and profit efficiency of french commercial banks," MPRA Paper 34245, University Library of Munich, Germany.

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    More about this item

    Keywords

    Bank cost and profit efficiency; Parametric and non-parametric methods;

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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